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A forecasting model that sits beside the existing system, reads what it already produces, and closes pricing. Aimed at last-mile delivery dispatchers, going after the low-value tail everyone else skips.
In short: Pricing Engine for Last-mile delivery, Run by Forecasting is a forecasting model aimed at last-mile delivery dispatchers, covering pricing. It scores 71/100 on AltF Ideas, carried by demand (86) and held back by feasibility (45). Typical pricing is $1.2k–$25k per customer per year, with a first version reachable in six to twelve months for $42k–$144k.
Last-mile delivery teams lose a price list last revised when costs were 30% lower. Every last-mile delivery team solves this the same way: someone stays late. It scales linearly with headcount, so growth makes it worse rather than better.
A forecasting model that sits beside the existing system, reads what it already produces, and closes pricing. Revenue is seat saas, which suits a buyer who wants the cost to track the value rather than the seat count.
| Total addressable market | $460M |
|---|---|
| Category growth (CAGR) | 24% |
| Annual contract value | $1.2k – $25k |
| Pricing model | Seat SaaS |
| Time to first revenue | 48 days |
| Startup cost to MVP | $42k – $144k |
| Build effort | 6-12 months |
Forecasting that used to need a data team now runs on off-the-shelf models. Last-mile delivery is growing at roughly 21% a year, and this job has not been re-tooled since it was designed around paper.
| Who | The gap |
|---|---|
| An internal hire | Works until volume doubles, then breaks again |
| A vertical competitor | Priced and scoped for enterprise accounts, not this segment |
| An offshore back office | Cheaper per hour, but does not scale down to the tail |
Integrations with the incumbent system of record are undocumented and gatekept.
An idea you cannot act on is entertainment. Four concrete steps, wired to tools already running on AltFTool.
Score problem urgency, willingness to pay, and reachable audience size before writing any code.
→ AltF IdeaLabAsk how they handle this today and what it costs them. If nobody can quantify the pain, the demand score is optimistic.
→ Survey BuilderCheck availability, DNS, and email authentication in one pass so your first outreach lands in an inbox.
→ AltF DomainOpsStand up intake, the review queue, and billing before you build the clever part.
→ AltF Flow